Braves Turn Attention to Rotation, Add Cole Hamels for 2020

Before Wednesday, the Atlanta Braves’ winter had been centered around fortifying their bullpen. That strategy made sense — Atlanta’s reliever WAR was just inside the bottom third of baseball last year, so keeping the most important pieces of that bullpen around and adding extra talent around them had to be a priority. The Braves wasted little time in signing Will Smith, arguably the best reliever on the market, to a three-year, $40-million deal, and retained midseason acquisition Chris Martin and 37-year-old Darren O’Day on short-term deals as well. Their focus on keeping the band together applied to other areas of the roster too, as they quickly re-signed catcher Tyler Flowers and outfielder Nick Markakis before bringing in another catcher in free agency by adding Travis d’Arnaud via a two-year, $16-million deal.

An area that had gone untouched was the starting rotation, but as of Wednesday afternoon, that is no longer the case. The Braves signed 35-year-old left-hander Cole Hamels to a one-year, $18-million contract, according to ESPN’s Jeff Passan.

Right away, the addition of Hamels brings to mind the upgrade the Braves made to their rotation via free agency last offseason — er, sorry, last June. That’s when Atlanta finally became the team to sign Dallas Keuchel after his extended free agency period, bringing him in on a one-year deal worth $13 million. Keuchel, like Hamels, was a low-velocity veteran southpaw, and after a somewhat rocky first couple of starts, settled in quite nicely down the stretch, earning the chance to start Games 1 and 4 of the NLDS. Read the rest of this entry »


The Tigers’ New Acquisition: A Teheran-Type, or Something Different?

In their contribution to the recent flurry of league activity, the Tigers and Pirates quietly made a deal last Monday: Pittsburgh sent right-hander Dario Agrazal to Detroit in exchange for cash considerations.

While the trade didn’t make headlines, it may still provide insight into Detroit’s 2020 plans. Agrazal, who turns 25 in late December, debuted this season with Pittsburgh and appeared in 15 games, making 14 starts. His results were mixed: He posted a 4.91 ERA and a 5.90 FIP over 73.1 innings, striking out only 13% of opponents while walking 6%. Among pitchers who threw at least 70 innings, Agrazal had the third-lowest strikeout rate in the majors.

Upon first glance, pitching to contact seems like a poor strategy in today’s three-true-outcome game, and Agrazal may ultimately be no more than a spare arm in Motown; we’re guessing that he’ll start the season in Triple-A. Still, under the right circumstances, Agrazal has the ability to turn into more than organizational depth. Read the rest of this entry »


Oakland Retains Diekman, 2020 Dreams

When the A’s acquired Jake Diekman for the first time back in July, they hoped that he might pair effectively with a then-recovering A.J. Puk in neutralizing left-handed hitters, who through that point in the season had hit Oakland relievers to the tune of a .305 wOBA — not terrible, but also behind Houston, Tampa Bay, Cleveland, and New York in the American League. They also hoped that 2019 would end up being the first year since 2006 in which the A’s won a postseason series.

Neither of those things happened. Diekman, who has allowed a .293 wOBA to left-handed hitters over the course of his career, allowed a .314 figure to the 47 lefties he faced for Oakland, walking seven and hitting one with a pitch. The A’s, meanwhile, lost the AL Wild Card game to the Rays, 5-1. Diekman faced one batter.

Still, all the potential the A’s saw in Diekman last summer is still there, and so too is Billy Beane’s thirst for a World Championship. If you thought that last week’s Jurickson Profar trade was evidence of a step back from that goal (which I do not), think again. Diekman alone isn’t enough to put the A’s over the top (frankly, three Diekmans wouldn’t be enough) but teams that plan to punt on a season don’t sign relievers to two-year, $7.5 million deals, as the A’s have just done. Read the rest of this entry »


JAWS and the 2020 Hall of Fame Ballot: Manny Ramirez

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2020 Hall of Fame ballot. Originally written for the 2017 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

A savant in the batter’s box, Manny Ramirez could be an idiot just about everywhere else — sometimes amusingly, sometimes much less so. The Dominican-born slugger, who grew up in the Washington Heights neighborhood of upper Manhattan, stands as one of the greatest hitters of all time, a power-hitting right-handed slugger who spent the better part of his 19 seasons (1993–2011) terrorizing pitchers. A 12-time All-Star, Ramirez bashed 555 home runs and helped the Indians and the Red Sox reach two World Series apiece, adding a record 29 postseason homers along the way. He was the World Series MVP for Boston in 2004, when the club won its first championship in 86 years.

For all of his prowess with the bat, Ramirez’s lapses — Manny Being Manny — both on and off the field are legendary. There was the time in 1997 that he “stole” first base, returning to the bag after a successful steal of second because he thought Jim Thome had fouled off a pitch… the time in 2004 that he inexplicably cut off center fielder Johnny Damon’s relay throw from about 30 feet away, leading to an inside-the-park home run… the time in 2005 when he disappeared mid-inning to relieve himself inside Fenway Park’s Green Monster… the time in 2008 that he high-fived a fan mid-play between catching a fly ball and doubling a runner off first… and so much more. Read the rest of this entry »


Kiley McDaniel Chat – 12/4/19

11:59

Avatar Kiley McDaniel: Hello from ATL! Scout and I are sitting on the bed while the kitchen floor gets sanded and refinished, which she is somehow sleeping through.

12:00

Avatar Kiley McDaniel: We’re in list season, so hit the new PROSPECTS dropdown at the top of the page to see the latest. Red Sox should be out tomorrow, Twins early next week while we’re all in San Diego for the Winter Meetings. We’ll be doing the WSH/HOU/STL/MIA spring training pod next.

12:02

Avatar Kiley McDaniel: Eric has written up:

The Profar trade: https://blogs.fangraphs.com/instagraphs/padres-add-profar/

40-man decision day: https://blogs.fangraphs.com/on-40-man-decision-day-and-the-prospects-w…

MIL/SDP trade that happened right before last week’s chat: https://blogs.fangraphs.com/analyzing-the-brewers-and-padres-swap-of-y…

12:02

Avatar Kiley McDaniel: I wrote up the Nestor Cortes/SEA swap right before last week’s chat as well: https://blogs.fangraphs.com/mariners-add-cortes-for-international-bonu…

12:03

Avatar Kiley McDaniel: and I think you guys will find some interesting sleepers and an overarching development in the BOS list tomorrow

12:03

Avatar Kiley McDaniel: to your questions:

Read the rest of this entry »


Pitch Design: Reimagining Mike Minor’s Slider

Designing a pitch can be an arduous but rewarding process for a pitcher. When you find two or more pitches that have the potential to work well together, it may be worthwhile to make some changes if, for example, one isn’t yielding positive results. It’s not always as simple as it sounds, and sometimes the option of not using the pitch at all ends up being the best choice.

For an older pitcher, this process tends to be harder, though not impossible. They’ve gone through the majority of their career throwing a pitch with certain mechanics or gripping the ball in a particular way. Changes to either of those can be uncomfortable, which may create a developmental roadblock. However, there may come a point when becoming a more dynamic pitcher is necessary, especially as the aging curve starts its downward trend.

At 31 years of age, the Rangers’ Mike Minor put together the best season of his eight-year career. He posted a 3.59 ERA, an almost 3-1 K/BB rate, allowed his lowest ever contact rate in the strike zone, and had career highs in strikeouts (200) as well as innings pitched (208.1).

It might be a stretch to expect Minor to repeat his 4.2 WAR season, but it’s not out of the question. He still possesses a decent fastball and has developed a really good changeup. Yet his curveball and slider both took steps back in 2019, so Minor should consider working on at least one of them prior to the 2020 season. Read the rest of this entry »


The 2020 ZiPS Projections

The 2020 ZiPS projection season starts Friday, and before it does, I wanted to offer a brief refresher of what ZiPS is and is not.

ZiPS is a computer projection system, initially developed by me from 2002-2004, and “officially” released in 2004. As technology and data availability have improved over the last 15 years, ZiPS has continually evolved. The current edition of ZiPS can’t even run on the Pentium 4 3.0 processor I used to develop the original version starting in 2002 (I checked). There are a lot more bells and whistles, but at its core, ZiPS engages in two fundamental tasks when making a projection: establishing a baseline for a player, and estimating what their future looks like using that baseline.

ZiPS uses multi-year statistics, with more recent seasons weighted more heavily; in the beginning, all the statistics received the same yearly weighting, but eventually, this became more varied based on additional research. Research is a big part of ZiPS and every year, I run literally hundreds of studies on various aspects of the system to determine their predictive value and better calibrate the player baselines. What started with the data available in 2002 has expanded considerably; basic hit, velocity, and pitch data began playing a larger role starting in 2013, and data derived from StatCast has been included in recent years as I got a handle on the predictive value and impact of those numbers on existing models. I believe in cautious, conservative design, so data is only included once I have confidence in improved accuracy; there are always builds of ZiPS that are still a couple of years away. Additional internal ZiPS tools like zBABIP, zHR, zBB, and zSO are used to better establish baseline expectations for players. These stats work similarly to the various flavors of “x” stats, with the z standing for something I’d wager you’ve already figured out!

When estimating a player’s future production, ZiPS compares their baseline performance, both in quality and shape, to the baseline of every player in its database at every point in their career. This database consists of every major leaguer since the Deadball era — the game was so different prior to then that I’ve found pre-Deadball comps make projections less accurate — and every minor league translation since what is now the late 1960s. Using cluster analysis techniques (Mahalanobis distance is one of my favorite tools), ZiPS assembles a cohort of fairly similar players across history for player comparisons, something you see in the most similar comps list. Non-statistical factors include age, position, handedness, and, to a lesser extent, height and weight compared to the average height and weight of the era (unfortunately, this data is not very good). ZiPS then generates a probable aging curve — both midpoint projections and range — on the fly for each player. Read the rest of this entry »


A 2020 Hall of Fame Ballot of Your Own — and a Schedule of Profiles

Between a very interesting Modern Baseball Era Committee ballot and Thanksgiving travel (which in my case took a turn for the worse), it’s taken me longer than usual to shift into high gear with my JAWS-flavored profiles of the 32 candidates on the BBWAA’s 2020 Hall of Fame ballot. While the navigation bar atop each profile can guide you to the series’ installments thus far, it’s worth laying out a tentative schedule as well as providing a clearinghouse for a bit of business, including the reprise of a very cool feature our developer, Sean Dolinar, helped us pull off last year.

In the spirit of our annual free agent contract crowdsourcing, FanGraphs invites registered users to fill out their own virtual Hall of Fame ballots. You must be signed in to vote, and you may only vote once. To replicate the actual voting process, you may vote for anywhere from zero to 10 players; ballots with more than 10 won’t be counted. You may change your ballot until the deadline, which is December 31, 2019, the same as that of the actual BBWAA voters, who have to schlep their paper ballot to the mailbox.

The ballot is here and contains all 32 candidates (sorry, no write-ins for those fixated on Pete Rose). We’ve got tables of career stats for hitters and pitchers, if that helps, as well as a checkbox that allows you to see the stats of those already enshrined. As with last year, I’ll write up the crowdsourcing results sometime in early January, when we’re all jonesing for Hall news in advance of the announcement of the official results on January 21. Read the rest of this entry »


Money to Spend: What’s the Likely State of Team Payrolls in 2020?

How much major league teams are willing to spend on player salaries in any given year can be a bit murky. Teams don’t want to show their hand and lose negotiating power with free agents, though we can usually figure out their number by the end of spring when the money has been spent. How much every team is likely to spend is more opaque. We know that, generally speaking, teams are making boatloads, but while the revenue across the sport has increased over the last few years, it hasn’t resulted in increased payrolls. Every team has lots of money — the budget constraints we hear front office types reference are, more often than not, self-imposed rather than the result of empty coffers — but some will spend more than others. Trying to pin down what teams will spend in 2020 at this point in the winter is difficult, but we can use last year’s payroll numbers as a guide to get a rough idea of what each is likely to do, and thus gauge which ones will commit to payroll increases and which are likely to embrace thrift.

To answer those questions, we can look to the contracts coming off the books at the end of 2019, but that number can be misleading. Raises to players with long-term contracts, as well as increased pay in arbitration can bite into some of the departed money. Let’s start with how much money every team has committed for 2020 as of right now, using estimates for arbitration figures and minimum salaried players. (All the data can be found in the Payroll section on our RosterResource pages.)

Read the rest of this entry »


Job Posting: Cleveland Indians Baseball Operations Developer Positions

Please note, this posting contains two positions.

Position: Front End Developer, Baseball Operations

Location: Cleveland, Ohio

Primary Purpose:
The Front End Developer will focus on building applications and systems to support Cleveland’s players, coaches, and front office. The position will collaborate with Baseball Operations personnel, along with colleagues and peers in Information Systems, to rapidly deliver working software, from ideation to delivery, break/fix, and everything in between.

This role will report to the Manager, Front End Development in Cleveland’s Information Systems department.

Essential Duties & Responsibilities:

Design and Development of Baseball Systems

  • Work closely with Baseball Operations and Information Systems departments to design, develop, and improve new and existing baseball applications
  • Create tests and documentation for bug fixes and new application features/functions
  • Design and develop dashboards and various analytical tools to directly support front office and field personnel
  • Ensure technical feasibility of user interface and user experience designs
  • Build and/or support mobile-friendly user interfaces and experiences
  • Build and/or support web services and business-layer applications that speak to both back end databases and front–end interfaces
  • Collaborate with other teammates and stakeholders

Support of Baseball Systems

  • Provide development support and guidance to Baseball Operations power users and general support to all Baseball Ops front-office and field personnel, as needed
  • Examine and where appropriate, prototype new technologies in the pursuit of creating competitive advantages through software, applications and tools; considers future requirements and possibilities
  • Work closely with Data Architects and Infrastructure/Operations resources on the Information Systems team to ensure secure, scalable and high-performing applications

Education and Experience Requirements:

  • Bachelor’s Degree in Computer Science, Computer Engineering, or a related field is preferred
  • At least 3 years of experience in software development in a web-based development environment
  • Experience in consuming Service Oriented Architectures is preferred
  • Knowledge of Web Development languages/standards, including Javascript, HTML5, and responsive design Use of Open Source JavaScript libraries such as JQuery and Vue
  • Experience with Tableau a plus Experience with Node.js a plus
  • Experience working with baseball data or delivering sports analysis tools and/or applications is a plus
  • Extensive general knowledge and experience with computer system hardware, networks, operating systems and business applications software
  • Knowledge of Microsoft SQL server database design, programming and access methods is a plus

Job Requirements:

  • Excellent analytical and problem-solving skills
  • Highly self-motivated
  • Ability to work extended hours and weekends as necessary.

Standard Requirements:

  • Reads, speaks, comprehends and communicates English effectively in all communications.
  • Represents the Cleveland Indians in a positive fashion to all business partners and the general public.
  • Ability to develop and maintain successful working relationship with members of the Front Office.
  • Ability to act according to the organizational values and service excellence at all times.
  • Ability to work with multicultural populations and have a commitment to fairness and equality.
  • Ability to walk, sit or stand for an entire shift.
  • Ability to work extended days and hours, including holidays and weekends.
  • Ability to move throughout all areas and levels of the Ballpark.
  • Ability to work in a diverse and changing environment.
  • Occasional physical activity such as lifting and carrying boxes up to 25lbs.

To Apply:
To apply, please complete the application, which can be found here.

Position: Back End Developer, Baseball Operations

Location: Cleveland, Ohio

Primary Purpose:
To design, implement, manage, and troubleshoot the Baseball Department’s information architecture, and to expose that data to UI developers through a web service layer or direct SQL. The Back-End Developer will partner with the Baseball Analytics and Software Development teams to maintain data infrastructure, support needs, implement solutions, and drive innovation in baseball’s data-driven decision process. Key functions will include data modeling, integration, warehousing, and consumption, as well as the development and maintenance of web services in C# that expose data through REST web services.

This role will report to Manager, Back End Development in Cleveland’s Information Systems department.

Essential Duties & Responsibilities:

Work with the baseball department and software development team to design, develop, test and deploy new functionality, applications, and systems.

Data Consumption

  • Support data and reporting requirements for a variety of applications, analysts, and end-users in all departments.
  • Provide technical and strategic advice of the management in the creation and implementation of new data standards, databases, products, and vendors.

Data Integration

  • Create and support ETL (extract, transform, load) data integration processes.
  • Understand the format, definitions, limitations, and content of external and internal data feeds.
  • Reconcile differences across data sources and consolidate into a single master repository.
  • Develop processes ensuring data standards, security, stewardship, lineage, and metadata management.
  • Spearhead efforts to identify, obtain and integrate new data sources useful for decision-making

Data Modeling

  • Understand and document existing database structures, historical design decisions, business rules, and future requirements.
  • Develop and document a comprehensive information model that describes the data and maps the workflow that transform and manipulates it into usable information.
  • Ensure “single version of the truth” consistency across applications and reports.

Data Warehousing

  • Manage a data warehouse to support reporting and analytics.
  • Assist end users in extracting data for their purposes

Web Services Development

  • Creating and supporting REST-based web services to expose data to various UI layers (web, desktop, mobile app).

Education & Experience Requirements:

  • Bachelor’s degree in Computer Science, Information Systems, Computer Engineering or related field.
  • At least 3 years of experience in software development or in a similar role
  • Experience with business intelligence, data warehousing, OLAP, and/or data integration.
  • Experience with data modeling.
  • Thorough knowledge of design and integration principles for complex, heterogeneous databases
  • Advanced knowledge in query development, including SQL, MDX, and stored procedures.
  • Experience with ETL and BI reporting tools (e.g. Microsoft SSIS & SSRS, Tableau).
  • Experience using JSON formatted data.
  • Experience in C# or other .NET language.
  • Knowledgeable about software development best practices and long-term maintainability of code
  • Familiarity with baseball data and sabermetrics strongly desirable.
  • Experience supporting or using statistical and/or data-mining applications is desirable.
  • Familiarity with any of application development and/or web technologies is a plus.

Standard Requirements:

  • Reads, speaks, comprehends and communicates English effectively in all communications.
  • Represents the Cleveland Indians in a positive fashion to all business partners and the general public.
  • Ability to develop and maintain successful working relationship with members of the Front Office.
  • Ability to act according to the organizational values and service excellence at all times.
  • Ability to work with multicultural populations and have a commitment to fairness and equality.
  • Ability to walk, sit or stand for an entire shift.
  • Ability to work extended days and hours, including holidays and weekends.
  • Ability to move throughout all areas and levels of the Ballpark.
  • Ability to work in a diverse and changing environment.
  • Occasional physical activity such as lifting and carrying boxes up to 25lbs.

To Apply:
To apply, please complete the application, which can be found here.

The content in this posting was created and provided solely by the Cleveland Indians.